DC charging piles have a higher charging voltage and shorter charging time than AC charging piles. DC charging piles can also largely solve the problem of EVs'' long charging times, which is a key barrier to EV adoption and something to which consumers pay considerable attention (Hidrue et al., 2011; Ma et al., 2019a ).